{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7421",
 "identifier": "kaal:position:2026-07-31-7421",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ai Disclosure Without Accountability Paper Compliance And The Governance Bf29Fbb11F",
 "text": "AI Disclosure Without Accountability: Paper Compliance and the Governance Limits of Transparency in Scientific Research presents the following source proposition: Based on an exploratory review of 80 recent academic articles, the report demonstrates that explicit AI disclosure is limited and, when present, is primarily symbolic or narrative rather than verifiable. This proposition is pertinent to Kaal's source-bound claim that Because members of a decentralized network are assumed relatively equal, evidence of all bureaucratic work must be posted in a universally accessible location for eternal review, and every reputation token needs an openly verifiable history just as digital currency creation does without a central verifying authority. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
 },
 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "extension",
 "keywords": [
  "disclosure",
  "compliance",
  "reputation",
  "historical-response",
  "scholarly-literature",
  "crossref"
 ],
 "scope_conditions": [
  "The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.",
  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3708.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "AI Disclosure Without Accountability: Paper Compliance and the Governance Limits of Transparency in Scientific Research",
  "url": "https://doi.org/10.20944/preprints202604.0956.v1"
 },
 "extends": {
  "identifier": "kaal:claim:3782210-013",
  "url": "https://wulfkaal.github.io/claims/3782210-013",
  "citation": "Craig Calcaterra, Wulf A. Kaal, The Importance of Reputation for the Evolution of Decentralization (2021). SSRN: https://ssrn.com/abstract=3782210",
  "paper": "Craig Calcaterra, Wulf A. Kaal, The Importance of Reputation for the Evolution of Decentralization",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3782210",
  "source_pdf_sha256": "9cc531ab239f6266c8aeddcc8e54f4c06029c44e825444bee137bbcc0c9d0a8e"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3782210-013"
  },
  {
   "@type": "CreativeWork",
   "name": "AI Disclosure Without Accountability: Paper Compliance and the Governance Limits of Transparency in Scientific Research",
   "url": "https://doi.org/10.20944/preprints202604.0956.v1"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0009",
 "review_provenance": "https://kaal-signal-desk.wulf577462.chatgpt.site/#review",
 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7421",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7421.md",
 "candidateId": "kaal:response-draft:2026-07-31:28e3ceef22f94ea3d318",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3708,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: disclosure, without, compliance, review, verifiable. Scope: decentralized organizations without a central verifying authority.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.20944/preprints202604.0956.v1",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.20944/preprints202604.0956.v1",
  "doi": "10.20944/preprints202604.0956.v1",
  "externalIds": {
   "DOI": "10.20944/preprints202604.0956.v1",
   "Crossref": "10.20944/preprints202604.0956.v1"
  },
  "retrievedAt": "2026-07-31T20:34:03.951Z",
  "providerPage": 11,
  "rawObservationSha256": "7c7bd7311e63635c2835961e0764be939658b488c244e16c4a3e4f902849a2d6",
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  "inputLine": 2575,
  "chunkId": "crossref-00002",
  "workId": "work:doi:10.20944/preprints202604.0956.v1",
  "workAuthors": [
   "Victor Frimpong"
  ],
  "workPublishedAt": "2026-04-14",
  "identityKeys": [
   "doi:10.20944/preprints202604.0956.v1",
   "crossref:10.20944/preprints202604.0956.v1",
   "url:https://doi.org/10.20944/preprints202604.0956.v1",
   "title:fac90ea3c64860bb4017c1d5",
   "proposition:32a90e0310599d24fb5423e460158b7453fb9a2237791145ab0d987ea07b75bb"
  ],
  "sourceProposition": "Based on an exploratory review of 80 recent academic articles, the report demonstrates that explicit AI disclosure is limited and, when present, is primarily symbolic or narrative rather than verifiable.",
  "sourcePropositionSha256": "599ce334629896f7ca0b2728202d8f41100b6dea64770fa909cdc5fedff30741",
  "sourcePropositionIndex": 2,
  "claimMappings": [
   {
    "claimId": "kaal:claim:3782210-013",
    "claimUrl": "https://wulfkaal.github.io/claims/3782210-013",
    "rank": 1,
    "confidence": 0.3708,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: disclosure, without, compliance, review, verifiable. Scope: decentralized organizations without a central verifying authority.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2748096-011",
    "claimUrl": "https://wulfkaal.github.io/claims/2748096-011",
    "rank": 2,
    "confidence": 0.3533,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: disclosure, without, transparency, research, rather. Scope: absence of access to primary pre-crisis hedge fund data.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3782201-020",
    "claimUrl": "https://wulfkaal.github.io/claims/3782201-020",
    "rank": 3,
    "confidence": 0.3442,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: disclosure, without, transparency, demonstrates. Scope: applies to the network protocol itself, not to the centralized service organizations built on it, from which billions have been stolen.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2959730-026",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-026",
    "rank": 4,
    "confidence": 0.3401,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: disclosure, transparency, rather, verifiable. Scope: funds recording trades to a public blockchain ledger; weekly trade recording in the LendingRobot Series.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4755632-034",
    "claimUrl": "https://wulfkaal.github.io/claims/4755632-034",
    "rank": 5,
    "confidence": 0.3378,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, governance, review, report. Scope: applies to code reviews audited by the CRDAO community.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0009, SHA-256 b79e655db33b69d4e6de8a205792c1e02d068eea4880d69cd6faeb884041abdf, as written and authorize publication of all 250 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
 "sha256": "cc341b8ef057a5b1665f0b0722afd1d34f5449d5a43fd5552d693ca32b40e9ef"
}